#RAG

Mastodon discussion Jun 29

Как подключить таск-трекер к кодовой базе через RAG и не сойти с ума от стоимости токеновГлавная проблема работы с LLM в...

Как подключить таск-трекер к кодовой базе через RAG и не сойти с ума от стоимости токеновГлавная проблема работы с LLM в реальном проекте — не качество модели, а контекст. Рассказы...

Anthropic LLM RAG

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Dev.to tutorial Jun 28

Your WHERE clause is not a security boundary (multi-tenant RAG with pgvector + RLS)

TL;DR: app-layer filtering is a single point of failure. Push tenant isolation into Postgres with RLS...

RAG

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Dev.to tutorial Jun 28

How I Built a RAG System Over more than 100 USCIS Administrative Appeals Office Decisions with Gemini

USCIS denial rates for EB-1A petitions nearly doubled in one year - from 25.6% to 46.6%. NIW denial...

Google RAG

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Mastodon discussion Jun 28

🚀 Fastest-growing AI projects today1. One standout project leverages both MySQL and RAG technologies for an advanced edu...

🚀 Fastest-growing AI projects today1. One standout project leverages both MySQL and RAG technologies for an advanced educatio...2. Happy-Chen-CH/Educational_RAG_System an intellige...

RAG

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Dev.to tutorial Jun 28

RAG Is Dead. Context Engineering Is the Future.

For the last year, everyone has been talking about one architecture. RAG. Retrieval-Augmented...

RAG

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Dev.to tutorial Jun 28

# Building AIRAG Jobs: A Job Board for LLM, RAG & AI Agent Engineers

Like many developers, I was frustrated by searching for AI engineering jobs across dozens of company...

LLM RAG Agents

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Dev.to tutorial Jun 28

Building a RAG System from Scratch — Wrap-up and What Comes Next

In this final article, we'll recap what we built across the series, consolidate the design decisions,...

RAG

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Dev.to tutorial Jun 28

Building a RAG System from Scratch — Tool Use: Let the LLM Search Autonomously

In the previous article, we examined the design decisions behind our RAG pipeline. Now we'll give the...

LLM RAG Agents

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Dev.to tutorial Jun 27

MemStrata Beats RAG comprehensively on mutating code content - http://arxiv.org/abs/2606.26511

I've spent the last several months building an AI memory system on nights and weekends, and the most...

RAG

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Dev.to tutorial Jun 27

Build a Simple RAG App with Telnyx AI Inference

RAG is one of those patterns that sounds more complicated than it has to be. At its core,...

RAG

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Dev.to tutorial Jun 26

Study: stale documents are RAG poisoning without the attacker

RAG poisoning gets attention as a security problem — an attacker injects a bad fact into the...

RAG

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Mastodon discussion Jun 26

Science‑purpose‑RAG: туда и обратноЯ хотел написать маленький локальный RAG для научных статей: графы, hybrid search, Hy...

Science‑purpose‑RAG: туда и обратноЯ хотел написать маленький локальный RAG для научных статей: графы, hybrid search, HyDE, reranker, всё красиво. В итоге Full Pipeline проиграл по...

RAG

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Dev.to tutorial Jun 25

I Let My AI Agent Build a Bedrock RAG Knowledge Base, Here Are the 2 Mistakes the AWS Agent Toolkit Caught

Provisioning a Bedrock RAG knowledge base with S3 Vectors, without the hallucinated API calls. If...

RAG Agents

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Dev.to tutorial Jun 25

Training LLMs in the kernel — how IONA AI does embedding, RAG, and fine‑tuning without the cloud

Most AI systems today are cloud‑based. You send a prompt to an API, and a model somewhere else...

RAG

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Dev.to tutorial Jun 25

AI System Design Interview Questions: ChatGPT, RAG, LLM Inference, and Agents

System design interviews are changing. Traditional questions such as “Design Twitter,” “Design...

OpenAI LLM RAG

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Dev.to tutorial Jun 25

Building RepoMind: How I Used MCP, RAG, and Repository Intelligence to Give Claude Access to Entire Codebases

I Thought MCP Was Just Tool Calling. Then I Built a Repository Intelligence System. A few...

Anthropic RAG MCP

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Dev.to tutorial Jun 25

RAG Pipeline Chunking Strategies: Split Documents for Better Retrieval

Key Takeaways RAG pipeline chunking strategies determine retrieval quality more than the embedding...

RAG

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Mastodon discussion Jun 25

Bible as RAG Databasehttps://www.crosscanon.com/#HackerNews #Tech #AI

Bible as RAG Databasehttps://www.crosscanon.com/#HackerNews #Tech #AI

RAG

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Mastodon discussion Jun 24

Module 1 of LLM Zoomcamp is done! 🎉 I turned my original RAG pipeline into an Agent!I spent these last few days diving d...

Module 1 of LLM Zoomcamp is done! 🎉 I turned my original RAG pipeline into an Agent!I spent these last few days diving deep into Agentic RAG. It's been fascinating to build it step...

OpenAI LLM RAG

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Dev.to tutorial Jun 24

Choosing a Vector Database in 2026: pgvector vs. Pinecone vs. Qdrant vs. Weaviate vs. Milvus

Every RAG tutorial pulls the same move. It walks you through embeddings, chunking, retrieval, and...

RAG

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Dev.to tutorial Jun 24

Why RAG Isn't Enough: Building RationaleVault for Cognitive Continuity

Why RAG Isn't Enough: Building RationaleVault for Cognitive Continuity Retrieval-Augmented...

RAG

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Mastodon discussion Jun 24

Your thinner competitor's page ranks higher in ChatGPT—not because of the writing, but because RAG pipelines don't chunk...

Your thinner competitor's page ranks higher in ChatGPT—not because of the writing, but because RAG pipelines don't chunk WYSIWYG fields. They chunk semantic units. Headings define ...

OpenAI RAG

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Hacker News discussion Jun 24

Haystack: Open-Source AI Framework for Production Ready Agents, RAG

Haystack: Open-Source AI Framework for Production Ready Agents, RAG

RAG Open Source

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Mastodon discussion Jun 24

Most enterprise RAG only searches 30% of your data.The other 70%? Images, audio, video, scanned docs are invisible to te...

Most enterprise RAG only searches 30% of your data.The other 70%? Images, audio, video, scanned docs are invisible to text-only systems.Multi-modal RAG changes that:🧩 Cross-modal e...

RAG

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